Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition. - Jiajun Deng; Fabian Ritter Gutierrez; Shoukang Hu; Mengzhe Geng; Xurong Xie; Zi Ye 001; Shansong Liu; Jianwei Yu 001; Xunying Liu; Helen Meng (Interspeech, 2021)

Improving Generalizability of Distilled Self-Supervised Speech Processing Models Under Distorted Settings. - Kuan-Po Huang; Yu-Kuan Fu; Tsu-Yuan Hsu; Fabian Ritter Gutierrez; Fan-Lin Wang; Liang-Hsuan Tseng; Yu Zhang 033; Hung-yi Lee (SLT, 2022)

Self-Supervised Learning With Segmental Masking for Speech Representation. - Xianghu Yue; Jingru Lin; Fabian Ritter Gutierrez; Haizhou Li 001 (IEEE J. Sel. Top. Signal Process., 2022)

Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics. - Fabian Ritter Gutierrez; Kuan-Po Huang; Dianwen Ng; Jeremy H. M. Wong; Hung-Yi Lee; Eng Siong Chng; Nancy F. Chen (ICASSP Workshops, 2024)

Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? - Dianwen Ng; Chong Zhang 003; Ruixi Zhang; Yukun Ma; Fabian Ritter Gutierrez; Trung Hieu Nguyen 001; Chongjia Ni; Shengkui Zhao; Eng Siong Chng; Bin Ma 001 (ICASSP, 2024)

Dataset-Distillation Generative Model for Speech Emotion Recognition. - Fabian Ritter Gutierrez; Kuan-Po Huang; Jeremy H. M. Wong; Dianwen Ng; Hung-yi Lee; Nancy F. Chen; Eng Siong Chng (INTERSPEECH, 2024)

Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks. - Chien-yu Huang; Wei-Chih Chen; Shu-Wen Yang; Andy T. Liu; Chen-An Li; Yu-Xiang Lin; Wei-Cheng Tseng; Anuj Diwan; Yi-Jen Shih; Jiatong Shi; William Chen; Xuanjun Chen; et al. (CoRR, 2024)

Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks. - Chien-yu Huang; Wei-Chih Chen; Shu-Wen Yang; Andy T. Liu; Chen-An Li; Yu-Xiang Lin; Wei-Cheng Tseng; Anuj Diwan; Yi-Jen Shih; Jiatong Shi; William Chen; Chih-Kai Yang; et al. (ICLR, 2025)

Distilling a speech and music encoder with task arithmetic. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jui-Chiang Wei; Jeremy H. M. Wong; Eng Siong Chng; Nancy F. Chen; Hung-yi Lee (CoRR, 2025)

A correlation-permutation approach for speech-music encoders model merging. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jeremy H. M. Wong; Hung-yi Lee; Eng Siong Chng; Nancy F. Chen (CoRR, 2025)

ASTAR-NTU solution to AudioMOS Challenge 2025 Track1. - Fabian Ritter Gutierrez; Yi-Cheng Lin; Jui-Chiang Wei; Jeremy H. M. Wong; Nancy F. Chen; Hung-yi Lee (CoRR, 2025)

Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection. - Yassine El Kheir; Arnab Das; Enes Erdem Erdogan; Fabian Ritter Gutierrez; Tim Polzehl; Sebastian Möller 001 (CoRR, 2025)